GLM-5.1 (Reasoning) vs Grok 4.6 (High)
Which is better for the money: GLM-5.1 (Reasoning) by Z AI or Grok 4.6 (High) by SpaceXAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
Grok 4.6 (High) scores 18.2 points higher (44.3 vs 26.1) but costs 1.3× as much to run the benchmark ($1963 vs $1487; both premium class). Pick Grok 4.6 (High) when the extra intelligence is worth the premium, otherwise GLM-5.1 (Reasoning).
| Metric | GLM-5.1 (Reasoning) | Grok 4.6 (High) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 26.1 | 44.3 | +69.7% Grok 4.6 (High) is 69.7% more intelligent |
| Total AA cost (lower is better) | $1,486.78 | $1,962.90 | +32.0% Grok 4.6 (High) is 32.0% more expensive |
| End-to-end time (lower is better) | 60.76s | 33.04s | −45.6% Grok 4.6 (High) is 45.6% faster |
| Price per 1M tokens (in / out) | $1.28 / $4.07 | $2.00 / $6.00 | |
| Input modalities | Text | Text, Image |
Grok 4.6 (High) vs GLM-5.1 (Reasoning): 69.7% more intelligence, 32.0% more cost to run the AA benchmark, and 45.6% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GLM-5.1 (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- Grok 4.6 (High) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
GLM-5.1 (Reasoning)Grok 4.6 (High)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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